Strategic Approach to Implementation and Integration of Routing-Based Tasks in Warehouse Management Information Systems

E. Žunić, Herzegovina, H. Hasic, Sead Delalic
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Abstract

One of the frequently occurring tasks during the development of warehouse management systems is the implementation of routing algorithms of some kind. Whether it is for routing workers during order picking, delivery vehicles or company representatives, this task has proven to be challenging in the technical as well as the social sense. In other words, the task is heavily dependent on various general and company-specific constraints and it directly dictates the way employees should do their job. This paper describes a strategic approach to the development and gradual integration of such algorithms which makes sure that all constraints are satisfied and, more importantly, ensures that route suggestions are viewed by the employees as a helpful tool rather than a threat to their job. In the first part of this paper, the approach is described and evaluated on a warehouse representative routing problem through a real-world case study in a medium-to-large warehouse. In the second part, the same approach is adapted to a delivery vehicle routing problem for a smaller retailer company. In both cases, routing efficiency almost doubled in comparison to previous approaches used by the companies. The most important factors of the implementation and integration stages as well as the impact of the changes on employee satisfaction are aggregated, analysed in detail, and discussed throughout different stages of development.
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仓库管理信息系统中基于路由的任务实现与集成的策略方法
在仓库管理系统的开发过程中,经常出现的任务之一是实现某种路由算法。无论是对拣货工人、送货车辆还是公司代表来说,这项任务在技术和社会意义上都是具有挑战性的。换句话说,这项任务严重依赖于各种通用和公司特定的约束,它直接决定了员工应该如何完成工作。本文描述了一种战略方法来开发和逐步整合这些算法,以确保所有约束都得到满足,更重要的是,确保路线建议被员工视为有用的工具,而不是对他们工作的威胁。在本文的第一部分中,通过对中大型仓库的实际案例研究,对仓库代表性路由问题进行了描述和评估。在第二部分中,同样的方法适用于一个较小的零售商公司的送货车辆路线问题。在这两种情况下,与公司以前使用的方法相比,路由效率几乎翻了一番。对实施和整合阶段的最重要因素以及变化对员工满意度的影响进行汇总,详细分析,并在不同的发展阶段进行讨论。
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审稿时长
8 weeks
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